Planning of municipal solid waste management systems under dual   uncertainties: a hybrid interval stochastic programming approach

doi:10.1007/s00477-008-0251-5

CORC > 北京大学 > 城市与环境学院

	Planning of municipal solid waste management systems under dual uncertainties: a hybrid interval stochastic programming approach
	Cheng, G. H. ; Huang, G. H. ; Li, Y. P. ; Cao, M. F. ; Fan, Y. R.
刊名	stochastic environmental research and risk assessment
	2009
关键词	Chance-constrained programming Inexact optimization Dual uncertainty Random boundary interval Solid waste management FUZZY MODEL
DOI	10.1007/s00477-008-0251-5
英文摘要	In this study, a random-boundary-interval linear programming (RBILP) method is developed and applied to the planning of municipal solid waste (MSW) management under dual uncertainties. In the RBILP model, uncertain inputs presented as interval numbers can be directly communicated into the optimization process; besides, intervals with uncertain lower and upper bounds can be handled through introducing the concept of random boundary interval. Consequently, robustness of the optimization process can be enhanced. To handle uncertainties with such complex presentations, an integrated chance-constrained programming and interval-parameter linear programming approach (ICCP) is proposed. ICCP can help analyze the reliability of satisfying (or risk of violating) system constraints under uncertainty. The applicability of the proposed RBILP and ICCP approach is validated through a case study of MSW management. Violations for capacity constraints are allowed under a range of significant levels. Interval solutions associated with different risk levels of constraint violation are obtained. They can be used for generating decision alternatives and thus helping waste managers to identify desired policies under various environmental, economic, and system-reliability constraints.; http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000267298600002&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=8e1609b174ce4e31116a60747a720701 ; Engineering, Environmental; Engineering, Civil; Environmental Sciences; Statistics & Probability; Water Resources; SCI(E); EI; 25; ARTICLE; 6; 707-720; 23
语种	英语
内容类型	期刊论文
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/246783]
专题	城市与环境学院
推荐引用方式 GB/T 7714	Cheng, G. H.,Huang, G. H.,Li, Y. P.,et al. Planning of municipal solid waste management systems under dual uncertainties: a hybrid interval stochastic programming approach[J]. stochastic environmental research and risk assessment,2009.
APA	Cheng, G. H.,Huang, G. H.,Li, Y. P.,Cao, M. F.,&Fan, Y. R..(2009).Planning of municipal solid waste management systems under dual uncertainties: a hybrid interval stochastic programming approach.stochastic environmental research and risk assessment.
MLA	Cheng, G. H.,et al."Planning of municipal solid waste management systems under dual uncertainties: a hybrid interval stochastic programming approach".stochastic environmental research and risk assessment (2009).